Computerized methods and systems, including computer programs encoded on a computer storage medium, may adaptively predict expression of emotions based on collected biometric data. For example, a computing system may receive first data indicative of a first time-evolving movement of a portion of a body during a collection period, and may obtain second data identifying predictive models that correlate default emotions with second feature values that characterize body movements during prior collection periods. Based on an outcome of the application of the least one pattern recognition algorithm or machine learning algorithm to portions of the first and second data, the system may determine a corresponding one of the default emotions represented by the first time-evolving movement, and may transmit data indicative of the corresponding one of the default emotions to the communications device for presentation to a user.
Legal claims defining the scope of protection, as filed with the USPTO.
2. The system of claim 1, wherein the one or more devices comprises at least one of a camera, a sensor, a client device, a computer mouse, a chair, a smart watch, a smart ring, or a smart fabric.
7. The system of claim 6, wherein the interface characteristics comprise at least one of text color of the GUI presented by the client device, background color of the GUI presented by the client device, or interface skin of the GUI presented by the client device.
11. The system of claim 1, wherein each of the one or more existing predictive models corresponds to a distinct emotion of the plurality of specified emotions.
13. The system of claim 1, further comprising assigning a weight to each emotion of the plurality of specified emotions according to the assigned weighting scheme.
15. The system of claim 1, wherein each data type of the plurality of data types comprises a type of movement of the portion of the body that touches the surface of the one or more devices during the collection period.
16. The system of claim 15, wherein the first time-evolving movement comprises the first portion and the second portion, the first portion comprises a first type of movement during a first time interval of the collection period and the second portion comprises a second type of movement during a second time interval of the collection period, the first type of movement being different from the second type of movement.
18. The computer-implemented method of claim 17, wherein the one or more devices comprises at least one of a camera, a sensor, a client device, a computer mouse, a chair, a smart watch, a smart ring, or a smart fabric.
Cooperative Patent Classification codes for this invention. Click any code to explore related patents in that topic.
July 31, 2020
February 27, 2024
Browse 5M+ US patents with plain-English claim translations and AI-generated analysis.